IDEAS home Printed from https://ideas.repec.org/p/fip/feddwp/1810.html
   My bibliography  Save this paper

Labor Market Effects of Credit Constraints: Evidence from a Natural Experiment

Author

Listed:
  • Anil Kumar
  • Che-Yuan Liang

Abstract

We exploit the 1997 and 2003 constitutional amendments in Texas—allowing home equity loans and lines of credit for non-housing purposes—as natural experiments to estimate the effect of easier credit access on the labor market. Using state-level as well as micro data and the synthetic control approach, we find that easier access to housing credit led to a 1.2 percentage point average decline in the labor force participation rate between 1997 and 2007. We show that our findings are remarkably robust to improved synthetic control methods based on insights from machine-learning. We also find that declines in the labor force participation rate were larger among females, prime age individuals, the college-educated and homeowners. Our research shows that negative labor market effects of easier credit access should be an important factor when assessing its stimulative impact on overall growth.

Suggested Citation

  • Anil Kumar & Che-Yuan Liang, 2018. "Labor Market Effects of Credit Constraints: Evidence from a Natural Experiment," Working Papers 1810, Federal Reserve Bank of Dallas, revised 04 Feb 2023.
  • Handle: RePEc:fip:feddwp:1810
    DOI: 10.24149/wp1810r3
    as

    Download full text from publisher

    File URL: https://www.dallasfed.org/-/media/documents/research/papers/2018/wp1810r3.pdf
    File Function: Full text
    Download Restriction: no

    File URL: https://libkey.io/10.24149/wp1810r3?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Barbara A. Butrica & Nadia S. Karamcheva, 2013. "Does Household Debt Influence the Labor Supply and Benefit Claiming Decisions of Older Americans?," Working Papers, Center for Retirement Research at Boston College wp2013-22, Center for Retirement Research.
    2. Zhechun He, 2015. "Estimating the Impact of House Prices on Household Labour Supply in the UK," Discussion Papers 15/19, Department of Economics, University of York.
    3. Matthew Rabin & Ted O'Donoghue, 1999. "Doing It Now or Later," American Economic Review, American Economic Association, vol. 89(1), pages 103-124, March.
    4. Fu, Shihe & Liao, Yu & Zhang, Junfu, 2016. "The effect of housing wealth on labor force participation: Evidence from China," Journal of Housing Economics, Elsevier, vol. 33(C), pages 59-69.
    5. Richard Disney & John Gathergood, 2018. "House Prices, Wealth Effects and Labour Supply," Economica, London School of Economics and Political Science, vol. 85(339), pages 449-478, July.
    6. Alberto Abadie & Javier Gardeazabal, 2003. "The Economic Costs of Conflict: A Case Study of the Basque Country," American Economic Review, American Economic Association, vol. 93(1), pages 113-132, March.
    7. David F. Suárez & Youngmi Lee, 2011. "Participation and Policy," Public Management Review, Taylor & Francis Journals, vol. 13(8), pages 1117-1138, November.
    8. Nikolay Doudchenko & Guido W. Imbens, 2016. "Balancing, Regression, Difference-In-Differences and Synthetic Control Methods: A Synthesis," NBER Working Papers 22791, National Bureau of Economic Research, Inc.
    9. Jonathan Meer & Jeremy West, 2016. "Effects of the Minimum Wage on Employment Dynamics," Journal of Human Resources, University of Wisconsin Press, vol. 51(2), pages 500-522.
    10. Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi, 2021. "Matrix Completion Methods for Causal Panel Data Models," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1716-1730, October.
    11. Renata Bottazzi & Serena Trucchi & Matthew Wakefield, 2021. "Labour supply responses to financial wealth shocks: evidence from Italy," Fiscal Studies, John Wiley & Sons, vol. 42(2), pages 291-317, June.
    12. Aldershof, T. & Alessie, R.J.M. & Kapteyn, A., 1997. "Female labor supply and the demand for housing," Other publications TiSEM 973420e7-f79f-4d77-a65e-2, Tilburg University, School of Economics and Management.
    13. Fortin, Nicole M, 1995. "Allocation Inflexibilities, Female Labor Supply, and Housing Assets Accumulation: Are Women Working to Pay the Mortgage?," Journal of Labor Economics, University of Chicago Press, vol. 13(3), pages 524-557, July.
    14. Søren Leth-Petersen, 2010. "Intertemporal Consumption and Credit Constraints: Does Total Expenditure Respond to an Exogenous Shock to Credit?," American Economic Review, American Economic Association, vol. 100(3), pages 1080-1103, June.
    15. Eduardo Cavallo & Sebastian Galiani & Ilan Noy & Juan Pantano, 2013. "Catastrophic Natural Disasters and Economic Growth," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1549-1561, December.
    16. Tullio Jappelli & Marco Pagano, 1994. "Saving, Growth, and Liquidity Constraints," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(1), pages 83-109.
    17. Anil Kumar, 2018. "Do Restrictions on Home Equity Extraction Contribute to Lower Mortgage Defaults? Evidence from a Policy Discontinuity at the Texas Border," American Economic Journal: Economic Policy, American Economic Association, vol. 10(1), pages 268-297, February.
    18. Lee Jin Young & Solon Gary, 2011. "The Fragility of Estimated Effects of Unilateral Divorce Laws on Divorce Rates," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 11(1), pages 1-11, August.
    19. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    20. David Laibson, 1997. "Golden Eggs and Hyperbolic Discounting," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 443-478.
    21. Kartik B. Athreya, 2008. "Credit access, labor supply, and consumer welfare," Economic Quarterly, Federal Reserve Bank of Richmond, vol. 94(Win), pages 17-44.
    22. Rossi, Mariacristina & Trucchi, Serena, 2016. "Liquidity constraints and labor supply," European Economic Review, Elsevier, vol. 87(C), pages 176-193.
    23. Annamaria Lusardi & Olivia S. Mitchell, 2017. "Older Women's Labor Market Attachment, Retirement Planning, and Household Debt," NBER Chapters, in: Women Working Longer: Increased Employment at Older Ages, pages 185-215, National Bureau of Economic Research, Inc.
    24. Alberto Abadie & Alexis Diamond & Jens Hainmueller, 2015. "Comparative Politics and the Synthetic Control Method," American Journal of Political Science, John Wiley & Sons, vol. 59(2), pages 495-510, February.
    25. Hurst, Erik & Stafford, Frank, 2004. "Home Is Where the Equity Is: Mortgage Refinancing and Household Consumption," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(6), pages 985-1014, December.
    26. Lingxiao Zhao & Gregory Burge, 2017. "Housing Wealth, Property Taxes, and Labor Supply among the Elderly," Journal of Labor Economics, University of Chicago Press, vol. 35(1), pages 227-263.
    27. Neil Bhutta & Benjamin J. Keys, 2016. "Interest Rates and Equity Extraction during the Housing Boom," American Economic Review, American Economic Association, vol. 106(7), pages 1742-1774, July.
    28. Justin Wolfers, 2006. "Did Unilateral Divorce Laws Raise Divorce Rates? A Reconciliation and New Results," American Economic Review, American Economic Association, vol. 96(5), pages 1802-1820, December.
    29. Renata Bottazzi, 2004. "Labour market participation and mortgage related borrowing constraints," IFS Working Papers W04/09, Institute for Fiscal Studies.
    30. Shane Frederick & George Loewenstein & Ted O'Donoghue, 2002. "Time Discounting and Time Preference: A Critical Review," Journal of Economic Literature, American Economic Association, vol. 40(2), pages 351-401, June.
    31. Yoshikawa, Hiroshi & Ohtaka, Fumio, 1989. "An analysis of female labor supply, housing demand and the saving rate in Japan," European Economic Review, Elsevier, vol. 33(5), pages 997-1023, May.
    32. Johnson, William R., 2014. "House prices and female labor force participation," Journal of Urban Economics, Elsevier, vol. 82(C), pages 1-11.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Gissur Ó Erlingsson & Jonas Klarin & Eva Maria Mörk, 2021. "Does Size Matter? Evidence from Municipality Break-Ups," CESifo Working Paper Series 9042, CESifo.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Nicolaj N. Mühlbach, 2020. "Tree-based Synthetic Control Methods: Consequences of moving the US Embassy," CREATES Research Papers 2020-04, Department of Economics and Business Economics, Aarhus University.
    2. Irene Botosaru & Bruno Ferman, 2019. "On the role of covariates in the synthetic control method," The Econometrics Journal, Royal Economic Society, vol. 22(2), pages 117-130.
    3. Bruno Ferman & Cristine Pinto & Vitor Possebom, 2020. "Cherry Picking with Synthetic Controls," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(2), pages 510-532, March.
    4. Dennis Shen & Peng Ding & Jasjeet Sekhon & Bin Yu, 2022. "Same Root Different Leaves: Time Series and Cross-Sectional Methods in Panel Data," Papers 2207.14481, arXiv.org, revised Oct 2022.
    5. Flamini, Alessandro & Jahanshahi, Babak & Mohaddes, Kamiar, 2021. "Illegal drugs and public corruption: Crack based evidence from California," European Journal of Political Economy, Elsevier, vol. 69(C).
    6. Tomasz Serwach, 2023. "The European Union and within‐country income inequalities. The case of the new member states," The World Economy, Wiley Blackwell, vol. 46(7), pages 1890-1939, July.
    7. Tomasz Serwach, 2022. "The European Union and within-country income inequalities. The case of the New Member States," Working Papers hal-03548416, HAL.
    8. Victor Chernozhukov & Kaspar Wüthrich & Yinchu Zhu, 2021. "An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic Controls," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1849-1864, October.
    9. Giovanni Peri & Derek Rury & Justin C. Wiltshire, 2020. "The Economic Impact of Migrants from Hurricane Maria," NBER Working Papers 27718, National Bureau of Economic Research, Inc.
    10. Giulio Grossi & Marco Mariani & Alessandra Mattei & Patrizia Lattarulo & Ozge Oner, 2020. "Direct and spillover effects of a new tramway line on the commercial vitality of peripheral streets. A synthetic-control approach," Papers 2004.05027, arXiv.org, revised Nov 2023.
    11. David Gilchrist & Thomas Emery & Nuno Garoupa & Rok Spruk, 2023. "Synthetic Control Method: A tool for comparative case studies in economic history," Journal of Economic Surveys, Wiley Blackwell, vol. 37(2), pages 409-445, April.
    12. Kaul, Ashok & Klößner, Stefan & Pfeifer, Gregor & Schieler, Manuel, 2015. "Synthetic Control Methods: Never Use All Pre-Intervention Outcomes Together With Covariates," MPRA Paper 83790, University Library of Munich, Germany.
    13. Safoura Moeeni, 2022. "The Intergenerational Effects of Economic Sanctions," The World Bank Economic Review, World Bank, vol. 36(2), pages 269-304.
    14. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Mar 2024.
    15. Xiandeng Jiang & Zheng Pan & Ningru Zhao, 2023. "Relative Value vs Absolute Value: Housing Wealth and Labor Supply," The Journal of Real Estate Finance and Economics, Springer, vol. 66(1), pages 41-76, January.
    16. Daniel Albalate & Germà Bel & Ferran A. Mazaira-Font, 2021. "Decoupling synthetic control methods to ensure stability, accuracy and meaningfulness," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 12(4), pages 549-584, December.
    17. Esteban Colla‐De‐Robertis & Rafael Garduno Rivera, 2021. "The effect of a free trade agreement with the United States on member countries' per capita GDP: A synthetic control analysis," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(4), pages 1129-1145, August.
    18. Klößner, Stefan & Pfeifer, Gregor, 2015. "Synthesizing Cash for Clunkers: Stabilizing the Car Market, Hurting the Environment," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113207, Verein für Socialpolitik / German Economic Association.
    19. Jason Poulos & Shuxi Zeng, 2021. "RNN‐based counterfactual prediction, with an application to homestead policy and public schooling," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 70(4), pages 1124-1139, August.
    20. Guillaume Allaire Pouliot & Zhen Xie, 2022. "Degrees of Freedom and Information Criteria for the Synthetic Control Method," Papers 2207.02943, arXiv.org.

    More about this item

    Keywords

    credit constraints; labor supply; Synthetic control; machine learning;
    All these keywords.

    JEL classification:

    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • E65 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Studies of Particular Policy Episodes
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:fip:feddwp:1810. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Amy Chapman (email available below). General contact details of provider: https://edirc.repec.org/data/frbdaus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.